138 citations · 184 across the 6 of their papers we have counts for
3 papers · 1 filter
The Lifebelt Particle Filter for robust estimation from low-valued count data
Alice Corbella, Trevelyan J. McKinley, Paul J. Birrell +4
Particle filtering methods can be applied to estimation problems in discrete spaces on bounded domains, to sample from and marginalise over unknown hidden states. As in continuous…
Emulation and History Matching using the hmer Package
Andrew Iskauskas, Ian Vernon, Michael Goldstein +4
Modelling complex real-world situations such as infectious diseases, geological phenomena, and biological processes can present a dilemma: the computer model (referred to as a simu…
Model comparison with missing data using MCMC and importance sampling
Panayiota Touloupou, Naif Alzahrani, Peter Neal +2
Selecting between competing statistical models is a challenging problem especially when the competing models are non-nested. In this paper we offer a simple solution by devising an…